2 instantiations of CalibratedBinaryClassificationMetrics
Microsoft.ML.Data (2)
Evaluators\BinaryClassifierEvaluator.cs (2)
834
result = new
CalibratedBinaryClassificationMetrics
(Host, cursor, confusionMatrix);
900
result = new
CalibratedBinaryClassificationMetrics
(Host, cursor, confusionMatrix);
46 references to CalibratedBinaryClassificationMetrics
Microsoft.ML.AutoML.Samples (2)
AutoMLExperiment.cs (1)
61
var
metrics = context.BinaryClassification.Evaluate(eval);
Sweepable\SweepableLightGBMBinaryExperiment.cs (1)
88
var
metrics = context.BinaryClassification.Evaluate(eval);
Microsoft.ML.Data (8)
Evaluators\BinaryClassifierEvaluator.cs (4)
810
public
CalibratedBinaryClassificationMetrics
Evaluate(IDataView data, string label, string score, string probability, string predictedLabel)
829
CalibratedBinaryClassificationMetrics
result;
852
public
CalibratedBinaryClassificationMetrics
EvaluateWithPRCurve(
895
CalibratedBinaryClassificationMetrics
result;
TrainCatalog.cs (4)
202
public
CalibratedBinaryClassificationMetrics
Evaluate(IDataView data, string labelColumnName = DefaultColumnNames.Label, string scoreColumnName = DefaultColumnNames.Score,
262
/// Then evaluate each sub-model against <paramref name="labelColumnName"/> and return a <see cref="
CalibratedBinaryClassificationMetrics
"/> object, which
274
public IReadOnlyList<CrossValidationResult<
CalibratedBinaryClassificationMetrics
>> CrossValidate(
280
return result.Select(x => new CrossValidationResult<
CalibratedBinaryClassificationMetrics
>(x.Model,
Microsoft.ML.Fairlearn (1)
Metrics\FairlearnMetricCatalog.cs (1)
115
CalibratedBinaryClassificationMetrics
metrics = _context.BinaryClassification.Evaluate(_eval, _labelColumn);
Microsoft.ML.IntegrationTests (5)
Common.cs (2)
193
/// Check that a <see cref="
CalibratedBinaryClassificationMetrics
"/> object is valid.
196
public static void AssertMetrics(
CalibratedBinaryClassificationMetrics
metrics)
DataTransformation.cs (1)
153
var
metrics = mlContext.BinaryClassification.Evaluate(scoredData);
Evaluation.cs (2)
104
var
metrics = mlContext.BinaryClassification.Evaluate(scoredData);
310
var
metrics = mlContext.BinaryClassification.Evaluate(scoredData);
Microsoft.ML.Predictor.Tests (1)
TestIniModels.cs (1)
586
var
results = mlContext.BinaryClassification.Evaluate(data);
Microsoft.ML.Samples (18)
Dynamic\Trainers\BinaryClassification\FactorizationMachine.cs (1)
67
var
metrics = mlContext.BinaryClassification
Dynamic\Trainers\BinaryClassification\FastTree.cs (1)
62
var
metrics = mlContext.BinaryClassification
Dynamic\Trainers\BinaryClassification\FastTreeWithOptions.cs (1)
74
var
metrics = mlContext.BinaryClassification
Dynamic\Trainers\BinaryClassification\FieldAwareFactorizationMachine.cs (2)
51
var
metrics = mlContext.BinaryClassification
192
CalibratedBinaryClassificationMetrics
metrics)
Dynamic\Trainers\BinaryClassification\FieldAwareFactorizationMachineWithOptions.cs (2)
62
var
metrics = mlContext.BinaryClassification
203
CalibratedBinaryClassificationMetrics
metrics)
Dynamic\Trainers\BinaryClassification\LbfgsLogisticRegression.cs (1)
59
var
metrics = mlContext.BinaryClassification
Dynamic\Trainers\BinaryClassification\LbfgsLogisticRegressionWithOptions.cs (1)
68
var
metrics = mlContext.BinaryClassification
Dynamic\Trainers\BinaryClassification\LightGbm.cs (1)
62
var
metrics = mlContext.BinaryClassification
Dynamic\Trainers\BinaryClassification\LightGbmWithOptions.cs (1)
73
var
metrics = mlContext.BinaryClassification
Dynamic\Trainers\BinaryClassification\PriorTrainer.cs (1)
59
var
metrics = mlContext.BinaryClassification
Dynamic\Trainers\BinaryClassification\SdcaLogisticRegression.cs (1)
67
var
metrics = mlContext.BinaryClassification
Dynamic\Trainers\BinaryClassification\SdcaLogisticRegressionWithOptions.cs (1)
79
var
metrics = mlContext.BinaryClassification
Dynamic\Trainers\BinaryClassification\SgdCalibrated.cs (1)
59
var
metrics = mlContext.BinaryClassification
Dynamic\Trainers\BinaryClassification\SgdCalibratedWithOptions.cs (1)
71
var
metrics = mlContext.BinaryClassification
Dynamic\Trainers\BinaryClassification\SymbolicSgdLogisticRegression.cs (1)
62
var
metrics = mlContext.BinaryClassification
Dynamic\Trainers\BinaryClassification\SymbolicSgdLogisticRegressionWithOptions.cs (1)
71
var
metrics = mlContext.BinaryClassification
Microsoft.ML.Tests (11)
TrainerEstimators\FAFMEstimator.cs (2)
31
var
metrics = mlContext.BinaryClassification.Evaluate(prediction);
57
var
metrics = mlContext.BinaryClassification.Evaluate(prediction);
TrainerEstimators\SdcaTests.cs (3)
82
var
metrics = mlContext.BinaryClassification.Evaluate(prediction);
130
var
metrics1 = mlContext.BinaryClassification.Evaluate(prediction1);
131
var
metrics2 = mlContext.BinaryClassification.Evaluate(prediction2);
TrainerEstimators\TrainerEstimators.cs (1)
108
var
metrics = ML.BinaryClassification.Evaluate(result);
TrainerEstimators\TreeEnsembleFeaturizerTest.cs (5)
335
var
metrics = ML.BinaryClassification.Evaluate(prediction);
341
var
naiveMetrics = ML.BinaryClassification.Evaluate(naivePrediction);
381
var
metrics = ML.BinaryClassification.Evaluate(prediction);
420
var
metrics = ML.BinaryClassification.Evaluate(prediction);
755
var
metrics = ML.BinaryClassification.Evaluate(prediction);